Table 6.
Overview of signal processing methods.
| Method | Overall Performance | SNR Improvement | Computational Cost | Real-Time | Implementation Complexity | |
|---|---|---|---|---|---|---|
| Adaptive Methods | ANFIS | High | Medium | High | No | Complex |
| LMS | Medium | Medium | Medium | Yes | Simple | |
| RLS | Medium | Medium | Medium | No | Simple | |
| Non-Adaptive Methods (Single-Channel) | FFT | Medium | Medium | Low | Yes | Medium |
| DWT | Medium | Medium | Low | Yes | Medium | |
| EMD | High | Medium | High | No | Medium | |
| Non-Adaptive Methods (Multi-Channel) | ICA | Medium | Medium | Medium | No | Medium |
| PCA | Low | Medium | Low | Yes | Simple | |
| Hybrid Methods | High | High | Medium/High | Yes/No | Medium/Complex | |